Separate query functions from query strategy classes - Githubissues

webis-de / small-text

Active Learning for Text Classification in Python

https://small-text.readthedocs.io/

MIT License

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Separate query functions from query strategy classes #32

Open chschroeder opened 1 year ago

chschroeder commented 1 year ago

Motivation

Sometimes a query strategy is based on a simpler function (e.g., breaking ties / margin), which could be used independently of the query strategy.

Feature description

These function should be extracted and exposed as part of the API.

[ ] BreakingTies
[ ] LeastConfidence
[ ] PredictionEntropy
[ ] SubsamplingQueryStrategy
[ ] EmbeddingKMeans
[ ] CategoryVectorInconsistencyAndRanking

(List is not exhaustive.)

Addition comments

See #30.